RL-Based Adaptive UAV Swarm Formation and Clustering for Secure 6G Wireless Communications in Dynamic Dense Environments

RL-Based Adaptive UAV Swarm Formation and Clustering for Secure 6G Wireless Communications in Dynamic Dense Environments

<p dir="ltr">The wireless communication landscape in beyond 5G and 6G systems, particularly in dense smart city environments, presents significant interference challenges. UAV-mounted Reconfigurable Intelligent Surfaces (RIS) offer a promising solution to counter interference from un...

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Bibliographic Details
Main Author: Zain Ul Abideen Tariq (17984107) (author)
Other Authors: Emna Baccour (16896366) (author), Aiman Erbad (14150589) (author), Mounir Hamdi (14150652) (author), Mohsen Guizani (12580291) (author)
Published: 2024
Subjects:
Engineering
Communications engineering
Electrical engineering
Anti-jamming
reinforcement learning
wireless communications
swarm UAVs
reconfigurable intelligent surfaces (RIS)
clustering
proximal policy optimization (PPO)
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